Who this site is for
SaaS Pattern is built for founders, product managers, and marketers who want to learn from real SaaS sites—how they structure pages, what patterns they use, and what stacks they run on. Whether you’re validating an idea, designing a landing page, or refining your positioning, our breakdowns and pattern library are here to give you a clear, consistent framework.
What is automated
We use automation to discover sites, capture structure and copy, and detect technologies in use. Draft summaries and pattern suggestions are also generated with AI to keep our coverage scalable. Automation handles the heavy lifting so we can focus on quality and consistency.
What is human-defined
Our framework—which patterns we track, how we name them, and how we score them—is designed by humans. The criteria for “strong” vs “weak” implementation, the categories we use (e.g. social proof, pricing, clarity), and the way we present findings are all defined by the SaaS Pattern research team so that analysis stays comparable and actionable.
What is reviewed
Before publication, analysis is reviewed for accuracy, fairness, and relevance. We check that claims match the evidence (e.g. screenshots and quotes), that scores align with our methodology, and that the tone stays professional and useful. This review step is where we ensure that automated and AI-assisted output meets our standards.
How patterns are scored
Patterns are scored against a fixed set of criteria: presence, clarity, and strength of implementation. Scores are applied consistently across sites so you can compare “how well” a given pattern is used. We document the scoring rules in our pattern library and reference them in each breakdown so you can see why a site received a given rating.
What tools are used
We use a combination of crawling and inspection tools to capture page structure and content, and standard technology detection to identify stacks (frameworks, analytics, payment providers, etc.). Where we cite specific tools or data sources in an analysis, we name them so you can assess the basis for our conclusions.
Affiliate disclosure
Some links on SaaS Pattern may be affiliate links. When you click through and sign up or buy, we may receive a commission at no extra cost to you. This does not influence which products or sites we cover or how we score them—our methodology and reviews remain independent. We only recommend tools and resources we would use ourselves.
Questions about our team or methodology? Reach out through our website—we’re happy to clarify how we work and how you can use our analysis.